Machinify, Inc.
Bending the healthcare cost curve with AI.
Healthcare Data Analyst
Location
United States
Posted
18 days ago
Salary
$140K - $170K / year
Bachelor Degree6 yrs expEnglishETLSparkSQL
Job Description
• Design and maintain robust data transformations and mappings to convert raw medical claims into standardized canonical models.
• Perform detailed data quality audits to detect, troubleshoot, and resolve issues impacting accuracy and completeness.
• Write and optimize Spark SQL queries to validate data pipelines and support ongoing analytics.
• Document data transformation logic and lineage to ensure transparency and reusability.
• Collaborate cross-functionally with business stakeholders to translate data needs into technical specs.
• Support onboarding of new client data feeds, ensuring smooth integration with minimal disruption.
• Partner with data engineers to build and scale data pipelines, improving performance and reliability.
• Act as a subject matter expert for healthcare claims data—advising on risk, trends, and business impact.
• Work closely with data scientists to enable advanced analytics, ML models, and reporting use cases.
• Troubleshoot ETL workflows and performance issues, driving continuous improvement in data architecture.
Job Requirements
- Bachelor’s degree in Business, Computer Science, Health Informatics, or a related field.
- 6+ years of experience as a data analyst or business analyst working with large datasets.
- 6+ years of hands-on experience with healthcare claims data (e.g., 837 EDI, medical billing, encounter data).
- Advanced proficiency in SQL and familiarity working with Spark or similar big data framework will be bonus.
- Solid understanding of data modeling concepts and best practices for analytics.
- Proven problem-solving skills and attention to detail in complex data environments.
- Strong organizational skills and ability to manage multiple concurrent initiatives.
- Excellent written and verbal communication skills, especially when explaining technical concepts to non-technical stakeholders (e.g., clinicians, account managers, data scientists).
- Self-starter with a strong sense of ownership and accountability
Benefits
- Full Medical/Dental/Vision for employees & their families
- Flexible and trusting environment where you’ll feel empowered to do your best work
- Unlimited FTO
- Competitive salary, equity, 401(k) including employer match
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